Global Digital Construction Management Market Research Report 2022

1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Digital Construction Management Market Size Growth Rate by Type: 2017 VS 2021 VS 2028
1.2.2 Cloud-based
1.2.3 On-premise
1.3 Market by Application
1.3.1 Global Digital Construction Management Market Share by Application: 2017 VS 2021 VS 2028
1.3.2 Contractors
1.3.3 Owners
1.3.4 Managers
1.3.5 Engineers and Architects
1.3.6 Builders
1.4 Study Objectives
1.5 Years Considered
2 Global Growth Trends
2.1 Global Digital Construction Management Market Perspective (2017-2028)
2.2 Digital Construction Management Growth Trends by Region
2.2.1 Digital Construction Management Market Size by Region: 2017 VS 2021 VS 2028
2.2.2 Digital Construction Management Historic Market Size by Region (2017-2022)
2.2.3 Digital Construction Management Forecasted Market Size by Region (2023-2028)
2.3 Digital Construction Management Market Dynamics
2.3.1 Digital Construction Management Industry Trends
2.3.2 Digital Construction Management Market Drivers
2.3.3 Digital Construction Management Market Challenges
2.3.4 Digital Construction Management Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Digital Construction Management Players by Revenue
3.1.1 Global Top Digital Construction Management Players by Revenue (2017-2022)
3.1.2 Global Digital Construction Management Revenue Market Share by Players (2017-2022)
3.2 Global Digital Construction Management Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by Digital Construction Management Revenue
3.4 Global Digital Construction Management Market Concentration Ratio
3.4.1 Global Digital Construction Management Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Digital Construction Management Revenue in 2021
3.5 Digital Construction Management Key Players Head office and Area Served
3.6 Key Players Digital Construction Management Product Solution and Service
3.7 Date of Enter into Digital Construction Management Market
3.8 Mergers & Acquisitions, Expansion Plans
4 Digital Construction Management Breakdown Data by Type
4.1 Global Digital Construction Management Historic Market Size by Type (2017-2022)
4.2 Global Digital Construction Management Forecasted Market Size by Type (2023-2028)
5 Digital Construction Management Breakdown Data by Application
5.1 Global Digital Construction Management Historic Market Size by Application (2017-2022)
5.2 Global Digital Construction Management Forecasted Market Size by Application (2023-2028)
6 North America
6.1 North America Digital Construction Management Market Size (2017-2028)
6.2 North America Digital Construction Management Market Size by Country (2017-2022)
6.3 North America Digital Construction Management Market Size by Country (2023-2028)
6.4 United States
6.5 Canada
7 Europe
7.1 Europe Digital Construction Management Market Size (2017-2028)
7.2 Europe Digital Construction Management Market Size by Country (2017-2022)
7.3 Europe Digital Construction Management Market Size by Country (2023-2028)
7.4 Germany
7.5 France
7.6 U.K.
7.7 Italy
7.8 Russia
7.9 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Digital Construction Management Market Size (2017-2028)
8.2 Asia-Pacific Digital Construction Management Market Size by Country (2017-2022)
8.3 Asia-Pacific Digital Construction Management Market Size by Country (2023-2028)
8.4 China
8.5 Japan
8.6 South Korea
8.7 Southeast Asia
8.8 India
8.9 Australia
9 Latin America
9.1 Latin America Digital Construction Management Market Size (2017-2028)
9.2 Latin America Digital Construction Management Market Size by Country (2017-2022)
9.3 Latin America Digital Construction Management Market Size by Country (2023-2028)
9.4 Mexico
9.5 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Digital Construction Management Market Size (2017-2028)
10.2 Middle East & Africa Digital Construction Management Market Size by Country (2017-2022)
10.3 Middle East & Africa Digital Construction Management Market Size by Country (2023-2028)
10.4 Turkey
10.5 Saudi Arabia
10.6 UAE
11 Key Players Profiles
11.1 Autodesk
11.1.1 Autodesk Company Detail
11.1.2 Autodesk Business Overview
11.1.3 Autodesk Digital Construction Management Introduction
11.1.4 Autodesk Revenue in Digital Construction Management Business (2017-2022)
11.1.5 Autodesk Recent Development
11.2 Procore
11.2.1 Procore Company Detail
11.2.2 Procore Business Overview
11.2.3 Procore Digital Construction Management Introduction
11.2.4 Procore Revenue in Digital Construction Management Business (2017-2022)
11.2.5 Procore Recent Development
11.3 Oracle
11.3.1 Oracle Company Detail
11.3.2 Oracle Business Overview
11.3.3 Oracle Digital Construction Management Introduction
11.3.4 Oracle Revenue in Digital Construction Management Business (2017-2022)
11.3.5 Oracle Recent Development
11.4 Trimble
11.4.1 Trimble Company Detail
11.4.2 Trimble Business Overview
11.4.3 Trimble Digital Construction Management Introduction
11.4.4 Trimble Revenue in Digital Construction Management Business (2017-2022)
11.4.5 Trimble Recent Development
11.5 Sage
11.5.1 Sage Company Detail
11.5.2 Sage Business Overview
11.5.3 Sage Digital Construction Management Introduction
11.5.4 Sage Revenue in Digital Construction Management Business (2017-2022)
11.5.5 Sage Recent Development
11.6 Bentley Systems
11.6.1 Bentley Systems Company Detail
11.6.2 Bentley Systems Business Overview
11.6.3 Bentley Systems Digital Construction Management Introduction
11.6.4 Bentley Systems Revenue in Digital Construction Management Business (2017-2022)
11.6.5 Bentley Systems Recent Development
11.7 Fieldwire
11.7.1 Fieldwire Company Detail
11.7.2 Fieldwire Business Overview
11.7.3 Fieldwire Digital Construction Management Introduction
11.7.4 Fieldwire Revenue in Digital Construction Management Business (2017-2022)
11.7.5 Fieldwire Recent Development
11.8 Jonas
11.8.1 Jonas Company Detail
11.8.2 Jonas Business Overview
11.8.3 Jonas Digital Construction Management Introduction
11.8.4 Jonas Revenue in Digital Construction Management Business (2017-2022)
11.8.5 Jonas Recent Development
11.9 Buildertrend
11.9.1 Buildertrend Company Detail
11.9.2 Buildertrend Business Overview
11.9.3 Buildertrend Digital Construction Management Introduction
11.9.4 Buildertrend Revenue in Digital Construction Management Business (2017-2022)
11.9.5 Buildertrend Recent Development
11.10 eSUB
11.10.1 eSUB Company Detail
11.10.2 eSUB Business Overview
11.10.3 eSUB Digital Construction Management Introduction
11.10.4 eSUB Revenue in Digital Construction Management Business (2017-2022)
11.10.5 eSUB Recent Development
11.11 CoConstruc
11.11.1 CoConstruc Company Detail
11.11.2 CoConstruc Business Overview
11.11.3 CoConstruc Digital Construction Management Introduction
11.11.4 CoConstruc Revenue in Digital Construction Management Business (2017-2022)
11.11.5 CoConstruc Recent Development
11.12 PENTA
11.12.1 PENTA Company Detail
11.12.2 PENTA Business Overview
11.12.3 PENTA Digital Construction Management Introduction
11.12.4 PENTA Revenue in Digital Construction Management Business (2017-2022)
11.12.5 PENTA Recent Development
11.13 CMiC
11.13.1 CMiC Company Detail
11.13.2 CMiC Business Overview
11.13.3 CMiC Digital Construction Management Introduction
11.13.4 CMiC Revenue in Digital Construction Management Business (2017-2022)
11.13.5 CMiC Recent Development
11.14 RedTeam
11.14.1 RedTeam Company Detail
11.14.2 RedTeam Business Overview
11.14.3 RedTeam Digital Construction Management Introduction
11.14.4 RedTeam Revenue in Digital Construction Management Business (2017-2022)
11.14.5 RedTeam Recent Development
11.15 Bluebeam
11.15.1 Bluebeam Company Detail
11.15.2 Bluebeam Business Overview
11.15.3 Bluebeam Digital Construction Management Introduction
11.15.4 Bluebeam Revenue in Digital Construction Management Business (2017-2022)
11.15.5 Bluebeam Recent Development
11.16 Jinshi Software
11.16.1 Jinshi Software Company Detail
11.16.2 Jinshi Software Business Overview
11.16.3 Jinshi Software Digital Construction Management Introduction
11.16.4 Jinshi Software Revenue in Digital Construction Management Business (2017-2022)
11.16.5 Jinshi Software Recent Development
11.17 Glodon
11.17.1 Glodon Company Detail
11.17.2 Glodon Business Overview
11.17.3 Glodon Digital Construction Management Introduction
11.17.4 Glodon Revenue in Digital Construction Management Business (2017-2022)
11.17.5 Glodon Recent Development
11.18 Yonyou
11.18.1 Yonyou Company Detail
11.18.2 Yonyou Business Overview
11.18.3 Yonyou Digital Construction Management Introduction
11.18.4 Yonyou Revenue in Digital Construction Management Business (2017-2022)
11.18.5 Yonyou Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.2 Data Source
13.2 Disclaimer
13.3 Author Details

List of Tables
Table 1. Global Digital Construction Management Market Size Growth Rate by Type (US$ Million): 2017 VS 2021 VS 2028
Table 2. Key Players of Cloud-based
Table 3. Key Players of On-premise
Table 4. Global Digital Construction Management Market Size Growth by Application (US$ Million): 2017 VS 2021 VS 2028
Table 5. Global Digital Construction Management Market Size by Region (US$ Million): 2017 VS 2021 VS 2028
Table 6. Global Digital Construction Management Market Size by Region (2017-2022) & (US$ Million)
Table 7. Global Digital Construction Management Market Share by Region (2017-2022)
Table 8. Global Digital Construction Management Forecasted Market Size by Region (2023-2028) & (US$ Million)
Table 9. Global Digital Construction Management Market Share by Region (2023-2028)
Table 10. Digital Construction Management Market Trends
Table 11. Digital Construction Management Market Drivers
Table 12. Digital Construction Management Market Challenges
Table 13. Digital Construction Management Market Restraints
Table 14. Global Digital Construction Management Revenue by Players (2017-2022) & (US$ Million)
Table 15. Global Digital Construction Management Market Share by Players (2017-2022)
Table 16. Global Top Digital Construction Management Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Digital Construction Management as of 2021)
Table 17. Ranking of Global Top Digital Construction Management Companies by Revenue (US$ Million) in 2021
Table 18. Global 5 Largest Players Market Share by Digital Construction Management Revenue (CR5 and HHI) & (2017-2022)
Table 19. Key Players Headquarters and Area Served
Table 20. Key Players Digital Construction Management Product Solution and Service
Table 21. Date of Enter into Digital Construction Management Market
Table 22. Mergers & Acquisitions, Expansion Plans
Table 23. Global Digital Construction Management Market Size by Type (2017-2022) & (US$ Million)
Table 24. Global Digital Construction Management Revenue Market Share by Type (2017-2022)
Table 25. Global Digital Construction Management Forecasted Market Size by Type (2023-2028) & (US$ Million)
Table 26. Global Digital Construction Management Revenue Market Share by Type (2023-2028)
Table 27. Global Digital Construction Management Market Size by Application (2017-2022) & (US$ Million)
Table 28. Global Digital Construction Management Revenue Market Share by Application (2017-2022)
Table 29. Global Digital Construction Management Forecasted Market Size by Application (2023-2028) & (US$ Million)
Table 30. Global Digital Construction Management Revenue Market Share by Application (2023-2028)
Table 31. North America Digital Construction Management Market Size by Country (2017-2022) & (US$ Million)
Table 32. North America Digital Construction Management Market Size by Country (2023-2028) & (US$ Million)
Table 33. Europe Digital Construction Management Market Size by Country (2017-2022) & (US$ Million)
Table 34. Europe Digital Construction Management Market Size by Country (2023-2028) & (US$ Million)
Table 35. Asia-Pacific Digital Construction Management Market Size by Region (2017-2022) & (US$ Million)
Table 36. Asia-Pacific Digital Construction Management Market Size by Region (2023-2028) & (US$ Million)
Table 37. Latin America Digital Construction Management Market Size by Country (2017-2022) & (US$ Million)
Table 38. Latin America Digital Construction Management Market Size by Country (2023-2028) & (US$ Million)
Table 39. Middle East & Africa Digital Construction Management Market Size by Country (2017-2022) & (US$ Million)
Table 40. Middle East & Africa Digital Construction Management Market Size by Country (2023-2028) & (US$ Million)
Table 41. Autodesk Company Detail
Table 42. Autodesk Business Overview
Table 43. Autodesk Digital Construction Management Product
Table 44. Autodesk Revenue in Digital Construction Management Business (2017-2022) & (US$ Million)
Table 45. Autodesk Recent Development
Table 46. Procore Company Detail
Table 47. Procore Business Overview
Table 48. Procore Digital Construction Management Product
Table 49. Procore Revenue in Digital Construction Management Business (2017-2022) & (US$ Million)
Table 50. Procore Recent Development
Table 51. Oracle Company Detail
Table 52. Oracle Business Overview
Table 53. Oracle Digital Construction Management Product
Table 54. Oracle Revenue in Digital Construction Management Business (2017-2022) & (US$ Million)
Table 55. Oracle Recent Development
Table 56. Trimble Company Detail
Table 57. Trimble Business Overview
Table 58. Trimble Digital Construction Management Product
Table 59. Trimble Revenue in Digital Construction Management Business (2017-2022) & (US$ Million)
Table 60. Trimble Recent Development
Table 61. Sage Company Detail
Table 62. Sage Business Overview
Table 63. Sage Digital Construction Management Product
Table 64. Sage Revenue in Digital Construction Management Business (2017-2022) & (US$ Million)
Table 65. Sage Recent Development
Table 66. Bentley Systems Company Detail
Table 67. Bentley Systems Business Overview
Table 68. Bentley Systems Digital Construction Management Product
Table 69. Bentley Systems Revenue in Digital Construction Management Business (2017-2022) & (US$ Million)
Table 70. Bentley Systems Recent Development
Table 71. Fieldwire Company Detail
Table 72. Fieldwire Business Overview
Table 73. Fieldwire Digital Construction Management Product
Table 74. Fieldwire Revenue in Digital Construction Management Business (2017-2022) & (US$ Million)
Table 75. Fieldwire Recent Development
Table 76. Jonas Company Detail
Table 77. Jonas Business Overview
Table 78. Jonas Digital Construction Management Product
Table 79. Jonas Revenue in Digital Construction Management Business (2017-2022) & (US$ Million)
Table 80. Jonas Recent Development
Table 81. Buildertrend Company Detail
Table 82. Buildertrend Business Overview
Table 83. Buildertrend Digital Construction Management Product
Table 84. Buildertrend Revenue in Digital Construction Management Business (2017-2022) & (US$ Million)
Table 85. Buildertrend Recent Development
Table 86. eSUB Company Detail
Table 87. eSUB Business Overview
Table 88. eSUB Digital Construction Management Product
Table 89. eSUB Revenue in Digital Construction Management Business (2017-2022) & (US$ Million)
Table 90. eSUB Recent Development
Table 91. CoConstruc Company Detail
Table 92. CoConstruc Business Overview
Table 93. CoConstruc Digital Construction ManagementProduct
Table 94. CoConstruc Revenue in Digital Construction Management Business (2017-2022) & (US$ Million)
Table 95. CoConstruc Recent Development
Table 96. PENTA Company Detail
Table 97. PENTA Business Overview
Table 98. PENTA Digital Construction ManagementProduct
Table 99. PENTA Revenue in Digital Construction Management Business (2017-2022) & (US$ Million)
Table 100. PENTA Recent Development
Table 101. CMiC Company Detail
Table 102. CMiC Business Overview
Table 103. CMiC Digital Construction ManagementProduct
Table 104. CMiC Revenue in Digital Construction Management Business (2017-2022) & (US$ Million)
Table 105. CMiC Recent Development
Table 106. RedTeam Company Detail
Table 107. RedTeam Business Overview
Table 108. RedTeam Digital Construction ManagementProduct
Table 109. RedTeam Revenue in Digital Construction Management Business (2017-2022) & (US$ Million)
Table 110. RedTeam Recent Development
Table 111. Bluebeam Company Detail
Table 112. Bluebeam Business Overview
Table 113. Bluebeam Digital Construction ManagementProduct
Table 114. Bluebeam Revenue in Digital Construction Management Business (2017-2022) & (US$ Million)
Table 115. Bluebeam Recent Development
Table 116. Jinshi Software Company Detail
Table 117. Jinshi Software Business Overview
Table 118. Jinshi Software Digital Construction ManagementProduct
Table 119. Jinshi Software Revenue in Digital Construction Management Business (2017-2022) & (US$ Million)
Table 120. Jinshi Software Recent Development
Table 121. Glodon Company Detail
Table 122. Glodon Business Overview
Table 123. Glodon Digital Construction ManagementProduct
Table 124. Glodon Revenue in Digital Construction Management Business (2017-2022) & (US$ Million)
Table 125. Glodon Recent Development
Table 126. Yonyou Company Detail
Table 127. Yonyou Business Overview
Table 128. Yonyou Digital Construction ManagementProduct
Table 129. Yonyou Revenue in Digital Construction Management Business (2017-2022) & (US$ Million)
Table 130. Yonyou Recent Development
Table 131. Research Programs/Design for This Report
Table 132. Key Data Information from Secondary Sources
Table 133. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Digital Construction Management Market Share by Type: 2021 VS 2028
Figure 2. Cloud-based Features
Figure 3. On-premise Features
Figure 4. Global Digital Construction Management Market Share by Application in 2021 & 2028
Figure 5. Contractors Case Studies
Figure 6. Owners Case Studies
Figure 7. Managers Case Studies
Figure 8. Engineers and Architects Case Studies
Figure 9. Builders Case Studies
Figure 10. Digital Construction Management Report Years Considered
Figure 11. Global Digital Construction Management Market Size (US$ Million), Year-over-Year: 2017-2028
Figure 12. Global Digital Construction Management Market Size, (US$ Million), 2017 VS 2021 VS 2028
Figure 13. Global Digital Construction Management Market Share by Region: 2021 VS 2028
Figure 14. Global Digital Construction Management Market Share by Players in 2021
Figure 15. Global Top Digital Construction Management Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Digital Construction Management as of 2021)
Figure 16. The Top 10 and 5 Players Market Share by Digital Construction Management Revenue in 2021
Figure 17. North America Digital Construction Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 18. North America Digital Construction Management Market Share by Country (2017-2028)
Figure 19. United States Digital Construction Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 20. Canada Digital Construction Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 21. Europe Digital Construction Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 22. Europe Digital Construction Management Market Share by Country (2017-2028)
Figure 23. Germany Digital Construction Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 24. France Digital Construction Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 25. U.K. Digital Construction Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 26. Italy Digital Construction Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 27. Russia Digital Construction Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 28. Nordic Countries Digital Construction Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 29. Asia-Pacific Digital Construction Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 30. Asia-Pacific Digital Construction Management Market Share by Region (2017-2028)
Figure 31. China Digital Construction Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 32. Japan Digital Construction Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 33. South Korea Digital Construction Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 34. Southeast Asia Digital Construction Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 35. India Digital Construction Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 36. Australia Digital Construction Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 37. Latin America Digital Construction Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 38. Latin America Digital Construction Management Market Share by Country (2017-2028)
Figure 39. Mexico Digital Construction Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 40. Brazil Digital Construction Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 41. Middle East & Africa Digital Construction Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 42. Middle East & Africa Digital Construction Management Market Share by Country (2017-2028)
Figure 43. Turkey Digital Construction Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 44. Saudi Arabia Digital Construction Management Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 45. Autodesk Revenue Growth Rate in Digital Construction Management Business (2017-2022)
Figure 46. Procore Revenue Growth Rate in Digital Construction Management Business (2017-2022)
Figure 47. Oracle Revenue Growth Rate in Digital Construction Management Business (2017-2022)
Figure 48. Trimble Revenue Growth Rate in Digital Construction Management Business (2017-2022)
Figure 49. Sage Revenue Growth Rate in Digital Construction Management Business (2017-2022)
Figure 50. Bentley Systems Revenue Growth Rate in Digital Construction Management Business (2017-2022)
Figure 51. Fieldwire Revenue Growth Rate in Digital Construction Management Business (2017-2022)
Figure 52. Jonas Revenue Growth Rate in Digital Construction Management Business (2017-2022)
Figure 53. Buildertrend Revenue Growth Rate in Digital Construction Management Business (2017-2022)
Figure 54. eSUB Revenue Growth Rate in Digital Construction Management Business (2017-2022)
Figure 55. CoConstruc Revenue Growth Rate in Digital Construction Management Business (2017-2022)
Figure 56. PENTA Revenue Growth Rate in Digital Construction Management Business (2017-2022)
Figure 57. CMiC Revenue Growth Rate in Digital Construction Management Business (2017-2022)
Figure 58. RedTeam Revenue Growth Rate in Digital Construction Management Business (2017-2022)
Figure 59. Bluebeam Revenue Growth Rate in Digital Construction Management Business (2017-2022)
Figure 60. Jinshi Software Revenue Growth Rate in Digital Construction Management Business (2017-2022)
Figure 61. Glodon Revenue Growth Rate in Digital Construction Management Business (2017-2022)
Figure 62. Yonyou Revenue Growth Rate in Digital Construction Management Business (2017-2022)
Figure 63. Bottom-up and Top-down Approaches for This Report
Figure 64. Data Triangulation
Figure 65. Key Executives Interviewed

SECONDARY RESEARCH
Secondary Research Information is collected from a number of publicly available as well as paid databases. Public sources involve publications by different associations and governments, annual reports and statements of companies, white papers and research publications by recognized industry experts and renowned academia etc. Paid data sources include third party authentic industry databases.

PRIMARY RESEARCH
Once data collection is done through secondary research, primary interviews are conducted with different stakeholders across the value chain like manufacturers, distributors, ingredient/input suppliers, end customers and other key opinion leaders of the industry. Primary research is used both to validate the data points obtained from secondary research and to fill in the data gaps after secondary research.

MARKET ENGINEERING
The market engineering phase involves analyzing the data collected, market breakdown and forecasting. Macroeconomic indicators and bottom-up and top-down approaches are used to arrive at a complete set of data points that give way to valuable qualitative and quantitative insights. Each data point is verified by the process of data triangulation to validate the numbers and arrive at close estimates.

EXPERT VALIDATION
The market engineered data is verified and validated by a number of experts, both in-house and external.

REPORT WRITING/ PRESENTATION
After the data is curated by the mentioned highly sophisticated process, the analysts begin to write the report. Garnering insights from data and forecasts, insights are drawn to visualize the entire ecosystem in a single report.